Web Mining and Social Networking

Techniques and Applications

  • Guandong Xu
  • Yanchun Zhang
  • Lin Li

Table of contents

  1. Front Matter
    Pages 1-1
  2. Foundation

    1. Front Matter
      Pages 1-1
    2. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 3-11
    3. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 13-27
    4. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 29-68
  3. Web Mining: Techniques and Applications

    1. Front Matter
      Pages 69-69
    2. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 71-87
    3. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 89-107
    4. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 109-142
  4. Social Networking and Web Recommendation: Techniques and Applications

    1. Front Matter
      Pages 143-143
    2. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 145-168
    3. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 169-188
    4. Guandong Xu, Yanchun Zhang, Lin Li
      Pages 189-194
  5. Back Matter
    Pages 189-189

About this book

Introduction

This book examines the techniques and applications involved in the Web Mining, Web Personalization and Recommendation and Web Community Analysis domains, including a detailed presentation of the principles, developed algorithms, and systems of the research in these areas. The applications of web mining, and the issue of how to incorporate web mining into web personalization and recommendation systems are also reviewed. Additionally, the volume explores web community mining and analysis to find the structural, organizational and temporal developments of web communities and reveal the societal sense of individuals or communities.

The volume will benefit both academic and industry communities interested in the techniques and applications of web search, web data management, web mining and web knowledge discovery, as well as web community and social network analysis.

Keywords

Bayesian network K-nearest neighbouring Markov models Web communities Web content mining Web data models Web mining association rules clustering data mining semantic indexing sequential pattern mining sequential patterns social networks

Authors and affiliations

  • Guandong Xu
    • 1
  • Yanchun Zhang
    • 2
  • Lin Li
    • 3
  1. 1.School of Computer Science &, MathematicsVictoria UniversityMelbourneAustralia
  2. 2.School of Computer Science &, MathematicsVictoria UniversityMelbourneAustralia
  3. 3.Wuhan University of TechnologyWuhanChina, People's Republic

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4419-7735-9
  • Copyright Information Springer Science+Business Media, LLC 2011
  • Publisher Name Springer, Boston, MA
  • eBook Packages Computer Science
  • Print ISBN 978-1-4419-7734-2
  • Online ISBN 978-1-4419-7735-9
  • About this book